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| 1 | +#!/usr/bin/env python |
| 2 | +# -*- coding: utf-8 -*- |
| 3 | +# Created by imoyao at 2019/10/28 18:15 |
| 4 | + |
| 5 | +# https://blog.csdn.net/xinxin957_/article/details/81915443 |
| 6 | +# https://blog.csdn.net/zzfightingy/article/details/86742755 |
| 7 | +class Node: |
| 8 | + """ |
| 9 | + 定义Node类,用于表示树上的节点 |
| 10 | + """ |
| 11 | + |
| 12 | + def __init__(self, data, left_tree=None, right_tree=None): |
| 13 | + """ |
| 14 | + 节点值、左子树、右子树 |
| 15 | + :param data: |
| 16 | + :param left_tree: |
| 17 | + :param right_tree: |
| 18 | + """ |
| 19 | + self.data = data |
| 20 | + self.left_subtree = left_tree |
| 21 | + self.right_subtree = right_tree |
| 22 | + |
| 23 | + |
| 24 | +class BinTree: |
| 25 | + """ |
| 26 | + 定义二叉树类 |
| 27 | + """ |
| 28 | + |
| 29 | + def __init__(self, root=None): |
| 30 | + self.root = root |
| 31 | + |
| 32 | + def add_node(self, val): |
| 33 | + """ |
| 34 | + 添加元素 |
| 35 | + :param val: |
| 36 | + :return: |
| 37 | + """ |
| 38 | + new_node = Node(val) |
| 39 | + if self.root is None: |
| 40 | + self.root = new_node |
| 41 | + else: |
| 42 | + queue = list() |
| 43 | + queue.append(self.root) |
| 44 | + while queue: |
| 45 | + current = queue.pop(0) # 从列表头部拿元素 |
| 46 | + if current.left_subtree is None: |
| 47 | + current.left_subtree = new_node |
| 48 | + return |
| 49 | + elif current.right_subtree is None: |
| 50 | + current.right_subtree = new_node |
| 51 | + return |
| 52 | + else: |
| 53 | + queue.append(current.left_subtree) |
| 54 | + queue.append(current.right_subtree) |
| 55 | + |
| 56 | + def bfs_travel(self): |
| 57 | + """ |
| 58 | + 广度优先遍历 |
| 59 | + :return: |
| 60 | + """ |
| 61 | + if self.root is None: |
| 62 | + return |
| 63 | + else: |
| 64 | + queue = list() |
| 65 | + queue.append(self.root) |
| 66 | + while queue: |
| 67 | + current = queue.pop(0) |
| 68 | + print(current.data, end=' ') |
| 69 | + if current.left_subtree is not None: |
| 70 | + queue.append(current.left_subtree) |
| 71 | + if current.right_subtree is not None: |
| 72 | + queue.append(current.right_subtree) |
| 73 | + |
| 74 | + def dfs_travel_preorder(self, node): |
| 75 | + """ |
| 76 | + 深度优先前序遍历(递归实现) |
| 77 | + :param node: |
| 78 | + :return: |
| 79 | + """ |
| 80 | + if node is None: |
| 81 | + return |
| 82 | + else: |
| 83 | + print(node.data, end=' ') |
| 84 | + self.dfs_travel_preorder(node.left_subtree) |
| 85 | + self.dfs_travel_preorder(node.right_subtree) |
| 86 | + |
| 87 | + def dfs_travel_inorder(self, node): |
| 88 | + """ |
| 89 | + 深度优先中序遍历(递归实现) |
| 90 | + :param node: |
| 91 | + :return: |
| 92 | + """ |
| 93 | + if node is None: |
| 94 | + return |
| 95 | + else: |
| 96 | + self.dfs_travel_inorder(node.left_subtree) |
| 97 | + print(node.data, end=' ') |
| 98 | + self.dfs_travel_inorder(node.right_subtree) |
| 99 | + |
| 100 | + def dfs_travel_postorder(self, node): |
| 101 | + """ |
| 102 | + 深度优先后序遍历(递归实现) |
| 103 | + :param node: |
| 104 | + :return: |
| 105 | + """ |
| 106 | + if node is None: |
| 107 | + return |
| 108 | + else: |
| 109 | + self.dfs_travel_postorder(node.left_subtree) |
| 110 | + self.dfs_travel_postorder(node.right_subtree) |
| 111 | + print(node.data, end=' ') |
| 112 | + |
| 113 | + |
| 114 | +if __name__ == '__main__': |
| 115 | + t = BinTree() |
| 116 | + for i in range(10): |
| 117 | + t.add_node(1) |
| 118 | + t.bfs_travel() |
| 119 | + print('bfs_travel') |
| 120 | + t.dfs_travel_preorder() |
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